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Algorithmic Glass Ceiling in Social Networks
8 references·12 citing·39 second hop
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this work references cited by second hop

References

  • 2001Birds of a Feather: Homophily in Social Networks18,551 cited
  • 2014Big Data's Disparate Impact3,046 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
  • 2015Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment999 cited
  • 2021Understanding the Demographics of Twitter Users760 cited
  • 2016Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment559 cited
  • 2017Measuring Fairness in Ranked Outputs378 cited

Cited by

  • 2020The effects of the visual presentation of an Influencer's Extroversion on perceived credibility and purchase intentions—moderated by personality matching with the audience103 cited
  • 2021Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness79 cited
  • 2024Guiding the way: a comprehensive examination of AI guidelines in global media76 cited
  • 2019FACTS-IR54 cited
  • 2021Fairness-Aware PageRank47 cited
  • 2020The Effect of Homophily on Disparate Visibility of Minorities in People Recommender Systems44 cited

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2024
FairSNA: Algorithmic Fairness in Social Network Analysis
33 cited
  • 2020DeBayes: a Bayesian Method for Debiasing Network Embeddings33 cited
  • 2021Socially Responsible AI Algorithms: Issues, Purposes, and Challenges33 cited
  • 2022Long-term Dynamics of Fairness Intervention in Connection Recommender Systems16 cited
  • 2022FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification14 cited
  • 2019The Limited Consumer Rationality and the Role of Environmental Cues3 cited